Overview

Dataset Statistics

Number of Variables 26
Number of Rows 23385
Missing Cells 280620
Missing Cells (%) 46.2%
Duplicate Rows 7795
Duplicate Rows (%) 33.3%
Total Size in Memory 7.4 MB
Average Row Size in Memory 332.5 B

Variable Types

Categorical 2
Numerical 24

Variables

date

categorical

Distinct Count 513
Unique (%) 2.2%
Missing 0
Missing (%) 0.0%
Memory Size 1.7 MB

Length

Mean 10
Standard Deviation 0
Median 10
Minimum 10
Maximum 10

Sample

1st row 2020-03-24
2nd row 2020-03-24
3rd row 2020-03-24
4th row 2020-03-24
5th row 2020-03-24

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 46770
Decimal Number 187080

state

categorical

Distinct Count 16
Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 1.6 MB

Length

Mean 8.4718
Standard Deviation 3.7321
Median 7
Minimum 5
Maximum 17

Sample

1st row Johor
2nd row Johor
3rd row Johor
4th row Kedah
5th row Kedah

Letter

Count 183363
Lowercase Letter 148605
Space Separator 7995
Uppercase Letter 34758
Dash Punctuation 0
Decimal Number 0

beds

numerical

Distinct Count 171
Unique (%) 2.2%
Missing 15590
Missing (%) 66.7%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 1923.9687
Minimum 122
Maximum 6568
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 122
5-th Percentile 122
Q1 1158
Median 1498
Q3 2646
95-th Percentile 4550
Maximum 6568
Range 6446
IQR 1488

Descriptive Statistics

Mean 1923.9687
Standard Deviation 1248.8583
Variance 1.5596e+06
Sum 1.4997e+07
Skewness 0.9776
Kurtosis 1.0318
Coefficient of Variation 0.6491

beds_covid

numerical

Distinct Count 595
Unique (%) 7.6%
Missing 15590
Missing (%) 66.7%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 433.5823
Minimum 4
Maximum 4713
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 4
5-th Percentile 12
Q1 125
Median 288
Q3 622
95-th Percentile 1227
Maximum 4713
Range 4709
IQR 497

Descriptive Statistics

Mean 433.5823
Standard Deviation 476.3645
Variance 226923.1481
Sum 3.3798e+06
Skewness 3.3727
Kurtosis 20.6714
Coefficient of Variation 1.0987

beds_noncrit

numerical

Distinct Count 392
Unique (%) 5.0%
Missing 15590
Missing (%) 66.7%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 1851.3039
Minimum 95
Maximum 6224
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 95
5-th Percentile 115
Q1 1124
Median 1425
Q3 2563
95-th Percentile 4432
Maximum 6224
Range 6129
IQR 1439

Descriptive Statistics

Mean 1851.3039
Standard Deviation 1200.0337
Variance 1.4401e+06
Sum 1.4431e+07
Skewness 0.9359
Kurtosis 0.8597
Coefficient of Variation 0.6482

admitted_pui

numerical

Distinct Count 199
Unique (%) 2.6%
Missing 15590
Missing (%) 66.7%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 13.3128
Minimum 0
Maximum 273
Zeros 2724
Zeros (%) 11.7%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 2
Q3 9
95-th Percentile 99
Maximum 273
Range 273
IQR 9

Descriptive Statistics

Mean 13.3128
Standard Deviation 32.6117
Variance 1063.5232
Sum 103773
Skewness 3.5352
Kurtosis 12.5541
Coefficient of Variation 2.4497

admitted_covid

numerical

Distinct Count 386
Unique (%) 5.0%
Missing 15590
Missing (%) 66.7%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 36.3778
Minimum 0
Maximum 748
Zeros 2487
Zeros (%) 10.6%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 5
Q3 37
95-th Percentile 168
Maximum 748
Range 748
IQR 37

Descriptive Statistics

Mean 36.3778
Standard Deviation 75.8817
Variance 5758.038
Sum 283565
Skewness 3.9913
Kurtosis 20.7594
Coefficient of Variation 2.0859

admitted_total

numerical

Distinct Count 490
Unique (%) 6.3%
Missing 15590
Missing (%) 66.7%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 49.6906
Minimum 0
Maximum 797
Zeros 1640
Zeros (%) 7.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 11
Q3 44
95-th Percentile 255
Maximum 797
Range 797
IQR 43

Descriptive Statistics

Mean 49.6906
Standard Deviation 99.9813
Variance 9996.2676
Sum 387338
Skewness 3.4753
Kurtosis 14.188
Coefficient of Variation 2.0121

discharged_pui

numerical

Distinct Count 156
Unique (%) 2.0%
Missing 15590
Missing (%) 66.7%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 10.0198
Minimum 0
Maximum 236
Zeros 3172
Zeros (%) 13.6%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 1
Q3 7
95-th Percentile 70
Maximum 236
Range 236
IQR 7

Descriptive Statistics

Mean 10.0198
Standard Deviation 23.8577
Variance 569.1882
Sum 78104
Skewness 3.5727
Kurtosis 13.7767
Coefficient of Variation 2.3811

discharged_covid

numerical

Distinct Count 376
Unique (%) 4.8%
Missing 15590
Missing (%) 66.7%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 30.8636
Minimum 0
Maximum 629
Zeros 2464
Zeros (%) 10.5%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 5
Q3 29
95-th Percentile 147.3
Maximum 629
Range 629
IQR 29

Descriptive Statistics

Mean 30.8636
Standard Deviation 68.0747
Variance 4634.1619
Sum 240582
Skewness 4.2237
Kurtosis 21.8513
Coefficient of Variation 2.2057

discharged_total

numerical

Distinct Count 454
Unique (%) 5.8%
Missing 15590
Missing (%) 66.7%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 40.8834
Minimum 0
Maximum 726
Zeros 1735
Zeros (%) 7.4%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 9
Q3 35
95-th Percentile 211
Maximum 726
Range 726
IQR 34

Descriptive Statistics

Mean 40.8834
Standard Deviation 85.8593
Variance 7371.8277
Sum 318686
Skewness 3.7936
Kurtosis 17.0039
Coefficient of Variation 2.1001

hosp_covid

numerical

Distinct Count 1033
Unique (%) 13.2%
Missing 15590
Missing (%) 66.7%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 198.3039
Minimum 0
Maximum 4218
Zeros 1010
Zeros (%) 4.3%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 5
Median 58
Q3 257
95-th Percentile 761.3
Maximum 4218
Range 4218
IQR 252

Descriptive Statistics

Mean 198.3039
Standard Deviation 381.2513
Variance 145352.549
Sum 1.5458e+06
Skewness 5.2019
Kurtosis 39.7378
Coefficient of Variation 1.9226

hosp_pui

numerical

Distinct Count 408
Unique (%) 5.2%
Missing 15590
Missing (%) 66.7%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 35.7869
Minimum 0
Maximum 874
Zeros 1423
Zeros (%) 6.1%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 7
Q3 33
95-th Percentile 177.3
Maximum 874
Range 874
IQR 32

Descriptive Statistics

Mean 35.7869
Standard Deviation 75.335
Variance 5675.3553
Sum 278959
Skewness 3.7832
Kurtosis 16.8103
Coefficient of Variation 2.1051

hosp_noncovid

numerical

Distinct Count 2094
Unique (%) 26.9%
Missing 15590
Missing (%) 66.7%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 958.5477
Minimum 0
Maximum 3407
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 59
Q1 512
Median 857
Q3 1417
95-th Percentile 1976.8
Maximum 3407
Range 3407
IQR 905

Descriptive Statistics

Mean 958.5477
Standard Deviation 651.9422
Variance 425028.6055
Sum 7.4719e+06
Skewness 0.7423
Kurtosis 0.5833
Coefficient of Variation 0.6801

beds_icu

numerical

Distinct Count 119
Unique (%) 0.8%
Missing 7795
Missing (%) 33.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 243.6 KB
Mean 46.8491
Minimum 5
Maximum 247
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 5
5-th Percentile 5
Q1 23
Median 47
Q3 64
95-th Percentile 104
Maximum 247
Range 242
IQR 41

Descriptive Statistics

Mean 46.8491
Standard Deviation 33.3737
Variance 1113.8016
Sum 730378
Skewness 1.8383
Kurtosis 5.8163
Coefficient of Variation 0.7124

beds_icu_rep

numerical

Distinct Count 111
Unique (%) 0.7%
Missing 7795
Missing (%) 33.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 243.6 KB
Mean 25.7315
Minimum 0
Maximum 227
Zeros 4086
Zeros (%) 17.5%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 12
Q3 40
95-th Percentile 76
Maximum 227
Range 227
IQR 40

Descriptive Statistics

Mean 25.7315
Standard Deviation 32.1806
Variance 1035.5896
Sum 401154
Skewness 2.0057
Kurtosis 6.0128
Coefficient of Variation 1.2506

beds_icu_total

numerical

Distinct Count 187
Unique (%) 1.2%
Missing 7795
Missing (%) 33.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 243.6 KB
Mean 72.5806
Minimum 5
Maximum 455
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 5
5-th Percentile 10
Q1 33
Median 63
Q3 92
95-th Percentile 187
Maximum 455
Range 450
IQR 59

Descriptive Statistics

Mean 72.5806
Standard Deviation 59.8842
Variance 3586.1138
Sum 1.1315e+06
Skewness 2.1219
Kurtosis 7.2811
Coefficient of Variation 0.8251

beds_icu_covid

numerical

Distinct Count 162
Unique (%) 1.0%
Missing 7795
Missing (%) 33.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 243.6 KB
Mean 41.7166
Minimum 0
Maximum 380
Zeros 82
Zeros (%) 0.4%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 4
Q1 12
Median 27
Q3 54
95-th Percentile 114
Maximum 380
Range 380
IQR 42

Descriptive Statistics

Mean 41.7166
Standard Deviation 44.8752
Variance 2013.7857
Sum 650362
Skewness 2.8898
Kurtosis 13.0253
Coefficient of Variation 1.0757

vent

numerical

Distinct Count 143
Unique (%) 0.9%
Missing 7795
Missing (%) 33.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 243.6 KB
Mean 76.1117
Minimum 5
Maximum 432
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 5
5-th Percentile 7
Q1 41
Median 63
Q3 100
95-th Percentile 169
Maximum 432
Range 427
IQR 59

Descriptive Statistics

Mean 76.1117
Standard Deviation 55.0051
Variance 3025.5662
Sum 1.1866e+06
Skewness 1.953
Kurtosis 7.1623
Coefficient of Variation 0.7227

vent_port

numerical

Distinct Count 101
Unique (%) 0.6%
Missing 7795
Missing (%) 33.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 243.6 KB
Mean 34.2226
Minimum 0
Maximum 153
Zeros 140
Zeros (%) 0.6%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 4
Q1 12
Median 22
Q3 46
95-th Percentile 96
Maximum 153
Range 153
IQR 34

Descriptive Statistics

Mean 34.2226
Standard Deviation 31.2125
Variance 974.2224
Sum 533530
Skewness 1.3414
Kurtosis 1.1493
Coefficient of Variation 0.912

icu_covid

numerical

Distinct Count 259
Unique (%) 1.7%
Missing 7795
Missing (%) 33.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 243.6 KB
Mean 22.3682
Minimum 0
Maximum 532
Zeros 5540
Zeros (%) 23.7%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 3
Q3 22
95-th Percentile 99
Maximum 532
Range 532
IQR 22

Descriptive Statistics

Mean 22.3682
Standard Deviation 49.4685
Variance 2447.1331
Sum 348720
Skewness 4.6781
Kurtosis 29.1218
Coefficient of Variation 2.2116

icu_pui

numerical

Distinct Count 30
Unique (%) 0.2%
Missing 7795
Missing (%) 33.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 243.6 KB
Mean 0.5158
Minimum 0
Maximum 80
Zeros 12984
Zeros (%) 55.5%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 2
Maximum 80
Range 80
IQR 0

Descriptive Statistics

Mean 0.5158
Standard Deviation 3.5356
Variance 12.5005
Sum 8042
Skewness 15.5509
Kurtosis 260.1498
Coefficient of Variation 6.854

icu_noncovid

numerical

Distinct Count 97
Unique (%) 0.6%
Missing 7795
Missing (%) 33.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 243.6 KB
Mean 25.4236
Minimum 0
Maximum 109
Zeros 170
Zeros (%) 0.7%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 3
Q1 11
Median 22
Q3 38
95-th Percentile 56
Maximum 109
Range 109
IQR 27

Descriptive Statistics

Mean 25.4236
Standard Deviation 17.4896
Variance 305.8848
Sum 396354
Skewness 0.7068
Kurtosis -0.02427
Coefficient of Variation 0.6879

vent_covid

numerical

Distinct Count 198
Unique (%) 1.3%
Missing 7795
Missing (%) 33.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 243.6 KB
Mean 11.9359
Minimum 0
Maximum 294
Zeros 6600
Zeros (%) 28.2%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 1
Q3 10
95-th Percentile 56
Maximum 294
Range 294
IQR 10

Descriptive Statistics

Mean 11.9359
Standard Deviation 29.274
Variance 856.9699
Sum 186080
Skewness 4.9523
Kurtosis 30.3412
Coefficient of Variation 2.4526

vent_pui

numerical

Distinct Count 13
Unique (%) 0.1%
Missing 7795
Missing (%) 33.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 243.6 KB
Mean 0.3029
Minimum 0
Maximum 14
Zeros 13154
Zeros (%) 56.2%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 2
Maximum 14
Range 14
IQR 0

Descriptive Statistics

Mean 0.3029
Standard Deviation 0.9343
Variance 0.8729
Sum 4722
Skewness 4.9196
Kurtosis 33.3119
Coefficient of Variation 3.0846

vent_noncovid

numerical

Distinct Count 65
Unique (%) 0.4%
Missing 7795
Missing (%) 33.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 243.6 KB
Mean 1.6087
Minimum 0
Maximum 80
Zeros 14204
Zeros (%) 60.7%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 13
Maximum 80
Range 80
IQR 0

Descriptive Statistics

Mean 1.6087
Standard Deviation 6.7651
Variance 45.7659
Sum 25080
Skewness 5.4981
Kurtosis 35.7383
Coefficient of Variation 4.2052

Interactions

Correlations

Missing Values